Based on the previous work on automatic detection of shared fragments, this paper proposes a fragment-based delta encoding approach denoted FDE. A feature of FDE is that it can reuse similar content at fragment granularity, and can be deployed transparently to the existing WWW infrastructure. Experiments on 16 popular Web sites show that FDE can provide more bandwidth savings and latency reduction than existing solutions.